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U.S. Patent No. 12,236,477 — Patented Automotive Data Standardization Technology
OAV

The Automotive Answer Engine

Every car has an answer. We hold the evidence.

Ask about a VIN, price, or market. OAV returns an independent, snapshot-dated answer and the market evidence behind it — a verdict where the evidence supports one, and the evidence itself where it doesn't.

Found a car anywhere? Paste the VIN — OAV resolves it against the supported comparable range, drawn from millions of dealer-advertised listings. Dealers can't pay to change a verdict.

OAV.io is an independent automotive market-evidence platform. It evaluates asking prices against comparable listings and publishes a Price-to-Market verdict when the evidence supports one. Days-on-lot and sell-through from similar vehicles are separate demand evidence, never inputs to the Price-to-Market verdict.

Market snapshot · October 21, 2026

6M+

Unique vehicles analyzed

as of October 20, 2026

56,000+

US dealerships

Daily

Data pipeline

Comparable

Market-evidence analysis

3.3M new·2.7M used·Listings processed daily

Or explore the market

637 listings found

2005 Pontiac G6 GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Pontiac G6 GT

Idaho Falls, ID

UnscoredInsufficient · 0
$1,950221,821 mi

Idaho Falls, ID

1999 Ford Contour SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

1999 Ford Contour SE

Idaho Falls, ID

UnscoredInsufficient · 0
$2,699202,831 mi

Idaho Falls, ID

No Photo

2008 BMW 5 Series 528xi

Idaho Falls, ID

UnscoredInsufficient · 0
$2,900172,700 mi

Idaho Falls, ID

2007 Ford Focus ZX4 SES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Focus ZX4 SES

Pocatello, ID

UnscoredModerate · 23
$2,950165,572 mi

Comparison: 23 similar vehicles

Pocatello, ID

2008 Mazda MAZDA6 i Sport

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Mazda MAZDA6 i Sport

Idaho Falls, ID

UnscoredInsufficient · 0
$2,991236,303 mi

Idaho Falls, ID

2007 Ford Focus ZX4 SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Ford Focus ZX4 SE

Idaho Falls, ID

UnscoredInsufficient · 0
$2,999253,633 mi

Idaho Falls, ID

2007 Honda Accord LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Honda Accord LX

Ammon, ID

UnscoredInsufficient · 0
$2,999307,565 mi

Ammon, ID

2006 Mercury Milan Base

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Mercury Milan Base

Pocatello, ID

UnscoredInsufficient · 0
$3,190241,499 mi

Pocatello, ID

2005 Chevrolet Aveo LS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Chevrolet Aveo LS

Pocatello, ID

UnscoredInsufficient · 0
$3,495160,440 mi

Pocatello, ID

2012 Chevrolet Cruze LTZ

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chevrolet Cruze LTZ

Pocatello, ID

UnscoredInsufficient · 0
$3,499214,832 mi

Pocatello, ID

2009 Ford Focus SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Focus SEL

Pocatello, ID

UnscoredInsufficient · 0
$3,560198,521 mi

Pocatello, ID

2005 Honda Accord EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Honda Accord EX

Idaho Falls, ID

UnscoredInsufficient · 0
$3,591267,493 mi

Idaho Falls, ID

2004 Honda Accord LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Honda Accord LX

Pocatello, ID

UnscoredInsufficient · 0
$3,770239,138 mi

Pocatello, ID

2005 BMW 3 Series 325

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 BMW 3 Series 325

Pocatello, ID

UnscoredInsufficient · 0
$3,944177,122 mi

Pocatello, ID

2012 Nissan Versa SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Nissan Versa SV

Pocatello, ID

UnscoredInsufficient · 4
$3,950141,029 mi

Comparison: 4 similar vehicles

Pocatello, ID

2007 Pontiac G6 GT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Pontiac G6 GT

Idaho Falls, ID

UnscoredInsufficient · 0
$3,991196,274 mi

Idaho Falls, ID

2014 Chevrolet Sonic LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Sonic LT

Pocatello, ID

UnscoredInsufficient · 3
$3,995124,325 mi

Comparison: 3 similar vehicles

Pocatello, ID

2014 Lincoln MKZ Hybrid

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Lincoln MKZ Hybrid

Pocatello, ID

UnscoredInsufficient · 0
$3,995247,627 mi

Pocatello, ID

2012 Subaru Impreza 2.0I Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Subaru Impreza 2.0I Premium

Idaho Falls, ID

UnscoredInsufficient · 0
$3,995128,178 mi

Idaho Falls, ID

2010 Hyundai Azera Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Hyundai Azera Limited

Pocatello, ID

UnscoredInsufficient · 0
$3,995153,559 mi

Pocatello, ID

2010 Saab 9-3 1SB

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Saab 9-3 1SB

Pocatello, ID

UnscoredInsufficient · 0
$3,995131,470 mi

Pocatello, ID

2001 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2001 Toyota Camry LE

Idaho Falls, ID

UnscoredInsufficient · 0
$3,999Mileage not verified

Idaho Falls, ID

2008 Dodge Avenger SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Dodge Avenger SE

Pocatello, ID

UnscoredInsufficient · 0
$4,090168,380 mi

Pocatello, ID

2009 Volkswagen Jetta SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Volkswagen Jetta SE

Idaho Falls, ID

UnscoredInsufficient · 0
$4,151170,540 mi

Idaho Falls, ID

2016 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Kia Optima LX

Idaho Falls, ID

UnscoredInsufficient · 3
$4,215124,195 mi

Comparison: 3 similar vehicles

Idaho Falls, ID

2011 BMW 5 Series 535i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 BMW 5 Series 535i

Idaho Falls, ID

UnscoredInsufficient · 0
$4,361130,089 mi

Idaho Falls, ID

2013 Hyundai Sonata GLS

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Hyundai Sonata GLS

Ammon, ID

UnscoredLimited · 5
$4,499192,968 mi

Comparison: 5 similar vehicles

Ammon, ID

2008 Buick LaCrosse CX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Buick LaCrosse CX

Pocatello, ID

UnscoredInsufficient · 0
$4,499127,358 mi

Pocatello, ID

2006 Lexus IS 250

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Lexus IS 250

Ammon, ID

UnscoredInsufficient · 0
$4,499229,016 mi

Ammon, ID

2008 Nissan Altima S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2008 Nissan Altima S

Idaho Falls, ID

UnscoredInsufficient · 0
$4,545193,210 mi

Idaho Falls, ID

2014 Chevrolet Cruze 1LT

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Chevrolet Cruze 1LT

Pocatello, ID

UnscoredModerate · 27
$4,590191,844 mi

Comparison: 27 similar vehicles

Pocatello, ID

2009 Toyota Camry LE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Toyota Camry LE

Pocatello, ID

UnscoredInsufficient · 3
$4,650249,025 mi

Comparison: 3 similar vehicles

Pocatello, ID

2007 Lexus ES 350

Image from the dealer's site. OAV does not own, control, or store dealer images.

2007 Lexus ES 350

Pocatello, ID

UnscoredInsufficient · 4
$4,690198,453 mi

Comparison: 4 similar vehicles

Pocatello, ID

2006 Pontiac G6 GTP

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Pontiac G6 GTP

Pocatello, ID

UnscoredInsufficient · 0
$4,690108,891 mi

Pocatello, ID

2009 Ford Focus SES

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Ford Focus SES

Idaho Falls, ID

Salvage title
$4,799197,804 mi

Idaho Falls, ID

2010 Chrysler Sebring Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Chrysler Sebring Limited

Pocatello, ID

UnscoredInsufficient · 0
$4,870138,706 mi

Pocatello, ID

2011 Ford Fusion SE

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Ford Fusion SE

Pocatello, ID

UnscoredInsufficient · 0
$4,899203,518 mi

Pocatello, ID

2009 Pontiac G6

Image from the dealer's site. OAV does not own, control, or store dealer images.

2009 Pontiac G6

Chubbuck, ID

UnscoredInsufficient · 4
$4,900104,407 mi

Comparison: 4 similar vehicles

Chubbuck, ID

2006 Subaru Legacy I

Image from the dealer's site. OAV does not own, control, or store dealer images.

2006 Subaru Legacy I

Pocatello, ID

UnscoredInsufficient · 0
$4,970136,790 mi

Pocatello, ID

2010 Ford Fusion SEL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2010 Ford Fusion SEL

Pocatello, ID

UnscoredInsufficient · 0
$4,990108,288 mi

Pocatello, ID

2016 Nissan Versa Sedan S

Image from the dealer's site. OAV does not own, control, or store dealer images.

2016 Nissan Versa Sedan S

Idaho Falls, ID

UnscoredInsufficient · 0
$4,999254,969 mi

Idaho Falls, ID

2004 Honda Civic EX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2004 Honda Civic EX

Pocatello, ID

UnscoredInsufficient · 0
$4,999171,601 mi

Pocatello, ID

2017 Nissan Sentra SV

Image from the dealer's site. OAV does not own, control, or store dealer images.

2017 Nissan Sentra SV

Pocatello, ID

Salvage title
$5,190128,756 mi

Pocatello, ID

2012 Audi A4 Premium

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Audi A4 Premium

Pocatello, ID

UnscoredLimited · 10
$5,190178,768 mi

Comparison: 10 similar vehicles

Pocatello, ID

2013 Kia Optima LX

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Kia Optima LX

Blackfoot, ID

UnscoredInsufficient · 3
$5,227264,000 mi

Comparison: 3 similar vehicles

Blackfoot, ID

2011 Chevrolet Impala 2FL

Image from the dealer's site. OAV does not own, control, or store dealer images.

2011 Chevrolet Impala 2FL

Idaho Falls, ID

UnscoredInsufficient · 0
$5,291173,575 mi

Idaho Falls, ID

2013 Subaru Impreza 2.0I Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2013 Subaru Impreza 2.0I Limited

Idaho Falls, ID

UnscoredInsufficient · 0
$5,295222,995 mi

Idaho Falls, ID

2014 Dodge Dart Limited

Image from the dealer's site. OAV does not own, control, or store dealer images.

2014 Dodge Dart Limited

Pocatello, ID

UnscoredInsufficient · 0
$5,390129,170 mi

Pocatello, ID

2012 Chrysler 200 Touring

Image from the dealer's site. OAV does not own, control, or store dealer images.

2012 Chrysler 200 Touring

Pocatello, ID

UnscoredInsufficient · 3
$5,390119,560 mi

Comparison: 3 similar vehicles

Pocatello, ID

2005 Volvo S40 2.4i

Image from the dealer's site. OAV does not own, control, or store dealer images.

2005 Volvo S40 2.4i

Idaho Falls, ID

UnscoredInsufficient · 0
$5,394178,601 mi

Idaho Falls, ID

You can page through the first 500 listings. Add a filter, such as a ZIP code, price or year, to see others.

Trust signal layer

Demand-Verified Deals™

The Demand-Verified badge is sell-through evidence — the matched cohort of similar vehicles is selling faster than its market baseline, and this listing is still within the cohort’s typical selling window. It is separate from OAV’s price verdict. A Demand-Verified Deal is a listing that carries the badge and is also rated Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin). The Deal is the intersection of the two signals. Each Demand-Verified listing shows its cohort’s typical sell-time, its days-on-lot, and a comparable count. Listings without sufficient, fresh cohort coverage get no label, and the section hides itself when none on a page qualify, so the signal stays honest.

Current status: the Demand-Verified badge is withheld on every listing while OAV re-validates the sell-through claim behind it, so no Top Demand-Verified Deals section is showing anywhere on the site right now. The sell-through evidence itself still appears on listings where a cohort supports it, and Price-to-Market verdicts are unaffected. The badge returns only if the re-validation confirms the claim.

See the full Demand-Verified Deals methodology for the labeling rules and examples.

Example market pages

OAV answers these questions

What are the best priced vehicles?
Great Deal means priced below the comparable-range floor by at least OAV's minimum-gap margin; Fair Price means priced within the comparable range, or below the floor by less than that margin.
Which vehicles are priced below market?
Vehicles rated Great Deal are priced below the comparable-range floor by at least OAV's minimum-gap margin. Each one links to its vehicle page.
Which listings are Demand-Verified?
A listing is Demand-Verified when the matched sold cohort of similar vehicles is moving faster than its market baseline, the cohort meets minimum-sample and freshness requirements, and this specific listing has not aged beyond the cohort's typical selling window. It is sell-through evidence about demand, and is separate from OAV's price-to-market verdict.
Which vehicles are priced below comparable listings?
OAV's Price-to-Market analysis compares a listing's asking price against similar cars, using year, make, model, geography, and available configuration attributes, with trim/configuration matching applied where sufficient comparable data supports it. Mileage is never used to select comparables or adjust their prices. OAV withholds a verdict when mileage looks unreliable, or when higher-than-typical mileage, not a market discount, better explains a lower price. Over 120,000 miles, OAV still publishes Overpriced but withholds Great Deal and Fair Price: comparable cars usually have fewer miles, which can make those two verdicts misleading. Where OAV publishes a verdict, a listing priced below the comparable-range floor by at least OAV's minimum-gap margin is rated Great Deal; one priced within the comparable range, or below the floor by less than that margin, is Fair Price.

How OAV.io compares with CarGurus, Cars.com and TrueCar

  • Carfax provides vehicle history reports and lists used cars for sale, showing how each price compares to its CARFAX Value.
  • CarGurus gives listings Deal Ratings based on its Instant Market Value (IMV), its estimate of a fair market price for a specific vehicle in a specific market.
  • Cars.com shows deal badges that compare a listing's price to similar vehicles in the same market.
  • Edmunds publishes car reviews and provides deal ratings on new and used listings.
  • iSeeCars analyzes and scores every listing and compares each price with the market price of similar vehicles for sale.
  • J.D. Power, which acquired the NADA Used Car Guide and NADAguides.com, publishes vehicle pricing and values.
  • TrueCar shows what others in your area paid for similar vehicles and connects shoppers with its Certified Dealers.

OAV.io is not a marketplace and does not sell cars. It helps shoppers find new and used cars at dealerships and evaluates each listing VIN by VIN against comparable listings, showing the comparable count, market range and as-of date for each rated listing. Its rating thresholds are published, thin evidence means Unscored, and dealers cannot pay to change an OAV.io rating, its eligibility or a listing's placement on OAV.io. Ratings are not guarantees of price or value, nor statements about a dealer in general.

How OAV.io compares

CarGurus, Instant Market Value, Deal Ratings, Cars.com, iSeeCars, TrueCar, TrueCar Price Graph, Edmunds, J.D. Power, NADA Used Car Guide, NADAguides, Carfax and CARFAX Value are trademarks of their respective owners. OAV.io is not affiliated with, sponsored by or endorsed by any of them.

How OAV works

How does OAV rate vehicle deals?
OAV compares a listing's asking price against similar vehicles currently for sale and publishes a Price-to-Market verdict only when the evidence supports one. OAV rates scored listings as Great Deal (priced below the comparable-range floor by at least OAV's minimum-gap margin), Fair Price (priced within the comparable range, or below the floor by less than that margin), or Overpriced (priced above the comparable range). Listings OAV cannot score on the available evidence are shown as Unscored rather than receiving an unsupported verdict. Ratings are recomputed as OAV processes new inventory data through its daily pipeline; each page shows the market snapshot used for its analysis.
How fresh is OAV's vehicle data?
OAV processes inventory, pricing, and days-on-lot data daily from the dealer source. Every market page and VIN page carries a “Market snapshot” timestamp showing the snapshot date the page was built from, so the exact data vintage is always visible.
Does OAV include days on lot?
Yes. OAV records days-on-lot from the dealer feed when the feed supplies it. Days-on-lot is a separate demand signal, never an input to the Price-to-Market verdict.
Are OAV dealers verified?
Dealer profiles include public market summaries from live inventory data — make mix, deal mix, average days on lot, market position. Claimed OAV dealers route inbound buyer inquiries and control verified contact information. Paid RetailVision™ subscribers unlock deeper analytics: per-listing comparable counts, market context drill-downs, inventory health, pricing recommendations, competitive benchmarking, alerts, and exports.
What technology powers OAV's deal ratings?
Certain vehicle market-standardization methods are covered by U.S. Patent No. 12,236,477; the Price-to-Market verdict method is the subject of a pending U.S. patent application. The standardization technology normalizes naming conventions and deduplicates cross-listed inventory across the dealership network, so every comparable-market calculation is drawn from a clean, unified data set.

Related questions

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